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MIRA
Memristive High Speed Neuromorphic Visual Processing
FunderFrench National Research Agency (ANR)
Funder Contribution €687,683.00
DurationFrom 01 Oct 2015
Project codeANR-15-CE24-0023
Identifiers
Description
This project plans to develop a path towards a novel neuromorphic computation paradigm using memristors to process visual information in a highly efficient way and at unprecedented speed. It will make use of a cutting-edge neuromorphic retina sensor that, rather than frames outputs scene-driven, time-encoded visual information at microsecond resolution. The spike output from the camera will feed into an artificial neural network based on memristors and silicon neurons. This approach will provide – for the first time – a way to process visual input at rates up to 100 kHz while at the same time reducing the system’s power consumption. The proposed project is rooted in the emerging field of “neuromorphic engineering”, relying on close interaction of material sciences, neurosciences, mathematics and microelectronics. The MIRA project will contribute new knowledge, techniques and applications to this growing field and the constituent areas.
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This project plans to develop a path towards a novel neuromorphic computation paradigm using memristors to process visual information in a highly efficient way and at unprecedented speed. It will make use of a cutting-edge neuromorphic retina sensor that, rather than frames outputs scene-driven, time-encoded visual information at microsecond resolution. The spike output from the camera will feed into an artificial neural network based on memristors and silicon neurons. This approach will provide – for the first time – a way to process visual input at rates up to 100 kHz while at the same time reducing the system’s power consumption. The proposed project is rooted in the emerging field of “neuromorphic engineering”, relying on close interaction of material sciences, neurosciences, mathematics and microelectronics. The MIRA project will contribute new knowledge, techniques and applications to this growing field and the constituent areas.
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